{
  "id": 202627,
  "title": "Aug to try: SnapMix",
  "url": "/competitions/cassava-leaf-disease-classification/discussion/202627",
  "author_name": "",
  "post_date": "2020-12-11T04:45:31.153621500Z",
  "votes": 6,
  "comment_count": 3,
  "views": 0,
  "content": "<p>Paper: <a href=\"https://arxiv.org/abs/2012.04846\" target=\"_blank\">https://arxiv.org/abs/2012.04846</a><br>\nCode : <a href=\"https://github.com/Shaoli-Huang/SnapMix\" target=\"_blank\">https://github.com/Shaoli-Huang/SnapMix</a></p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F583078%2Fbbdc8af52fb182798183bb4212a9c7f5%2FScreenshot_3.jpg?generation=1607661846718393&amp;alt=media\" alt=\"\"></p>",
  "messages": [
    {
      "id": "1108855",
      "postDate": "12/11/2020 04:45:31",
      "content": "<p>Paper: <a href=\"https://arxiv.org/abs/2012.04846\" target=\"_blank\">https://arxiv.org/abs/2012.04846</a><br>\nCode : <a href=\"https://github.com/Shaoli-Huang/SnapMix\" target=\"_blank\">https://github.com/Shaoli-Huang/SnapMix</a></p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F583078%2Fbbdc8af52fb182798183bb4212a9c7f5%2FScreenshot_3.jpg?generation=1607661846718393&amp;alt=media\" alt=\"\"></p>",
      "rawMarkdown": "Paper: https://arxiv.org/abs/2012.04846\nCode : https://github.com/Shaoli-Huang/SnapMix\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F583078%2Fbbdc8af52fb182798183bb4212a9c7f5%2FScreenshot_3.jpg?generation=1607661846718393&alt=media)",
      "votes": null
    },
    {
      "id": "1108999",
      "postDate": "12/11/2020 08:26:03",
      "content": "<p>It's a nice concept but I'm curious how one would get most of it for this type of problem where the ROI is mostly spread over the whole region. </p>",
      "rawMarkdown": "It's a nice concept but I'm curious how one would get most of it for this type of problem where the ROI is mostly spread over the whole region.",
      "votes": null
    },
    {
      "id": "1109010",
      "postDate": "12/11/2020 08:41:40",
      "content": "<p>mb mix different diseases \"marks\" in one leaf  or something like that</p>",
      "rawMarkdown": "mb mix different diseases \"marks\" in one leaf  or something like that",
      "votes": null
    },
    {
      "id": "1133425",
      "postDate": "12/31/2020 07:47:40",
      "content": "<p>In my experiment, the local CV increased while the LB decreased. </p>",
      "rawMarkdown": "In my experiment, the local CV increased while the LB decreased.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1108999,
      "author_name": "ipythonx",
      "author_url": "",
      "post_date": "12/11/2020 08:26:03",
      "content": "<p>It's a nice concept but I'm curious how one would get most of it for this type of problem where the ROI is mostly spread over the whole region. </p>",
      "votes": null,
      "replies": [
        {
          "id": 1109010,
          "author_name": "kupchanski",
          "author_url": "",
          "post_date": "12/11/2020 08:41:40",
          "content": "<p>mb mix different diseases \"marks\" in one leaf  or something like that</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 1133425,
      "author_name": "fuxungao",
      "author_url": "",
      "post_date": "12/31/2020 07:47:40",
      "content": "<p>In my experiment, the local CV increased while the LB decreased. </p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1108855": "Paper: https://arxiv.org/abs/2012.04846\nCode : https://github.com/Shaoli-Huang/SnapMix\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F583078%2Fbbdc8af52fb182798183bb4212a9c7f5%2FScreenshot_3.jpg?generation=1607661846718393&alt=media)",
    "1108999": "It's a nice concept but I'm curious how one would get most of it for this type of problem where the ROI is mostly spread over the whole region.",
    "1109010": "mb mix different diseases \"marks\" in one leaf  or something like that",
    "1133425": "In my experiment, the local CV increased while the LB decreased."
  },
  "source": "meta"
}